Classifier Instance:

Anchor text: Sociocracy
Target Entity: Sociocracy
Preceding Context: Some anarchists (usually social anarchists) have advocated forms of direct democracy as an alternative to the centralized state and capitalism; however, others (such as individualist anarchists) have criticized direct democracy and democracy in general for ignoring the rights of the minority, and instead have advocated a form of consensus decision-making. Libertarian Marxists, however, fully support direct democracy in the form of the proletarian republic and see majority rule and citizen participation as virtues. The Young Communist League USA in particular refers to representative democracy as "bourgeois democracy", implying that they see direct democracy as "true democracy".
Succeeding Context: shares the aims of direct democracy, expressing it as the right of citizens to control the conditions of their lives. It uses consensus decision-making ("consent" defined as "no objections") for policy decisions and believes that majority vote is counter-productive because it creates inequality. To create "equivalence", sociocracy delegates policy decisions to those who execute them, not to a separate policy-making body like a Board of Directors or a Senate. Representatives continue to participate in the body that elected them as well as in the body in which they serve as a representative. This overlapping participation maintains consensus between bodies, not just within them. Sociocracy believes it is majority vote and autocratic decision-making that disenfranchise both voters and workers, not representational democracy.
Paragraph Title: Relation to other movements
Source Page: Direct democracy

Ground Truth Types:

Predicted Types:

Type	Confidence	Decision
wordnet_artifact_100021939	-2.29091117603461	0
wordnet_event_100029378	0.7706102071200909	1
wordnet_act_100030358	2.055080218491355	1
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wordnet_activity_100407535	0.5247070177090042	1
wordnet_game_100455599	-1.700937254677489	0
wordnet_diversion_100426928	-2.0181357806449056	0
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wordnet_wrongdoing_100732746	-1.257548057499004	0
wordnet_procedure_101023820	-1.3832672257675844	0
wordnet_work_100575741	1.1123127003114641	1
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wordnet_examination_100635850	1.3732204875070009	1
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wordnet_operation_100955060	-2.0659497813161267	0
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wordnet_speech_act_107160883	-1.3424767646821514	0
wordnet_group_action_101080366	-2.0745054612571225	0
wordnet_communication_106252138	-1.3626694990342276	0
wordnet_social_event_107288639	-2.7391738729892925	0
wordnet_happening_107283608	-1.8758496530335131	0
wordnet_group_action_101080366	-1.8347219767576328	0
wordnet_organization_108008335	-1.6028271742953293	0
wordnet_person_100007846	-1.4494893014269983	0
yagoGeoEntity	-2.5566115383326955	0